Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 3916 |
| Missing cells | 2073 |
| Missing cells (%) | 1.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 917.9 KiB |
| Average record size in memory | 240.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 27 |
District_Name has a high cardinality: 223 distinct values | High cardinality |
SCHOOL has a high cardinality: 1955 distinct values | High cardinality |
2011 Total is highly overall correlated with %0-5 Points and 10 other fields | High correlation |
%0-5 Points is highly overall correlated with 2011 Total and 3 other fields | High correlation |
%6-10 Points is highly overall correlated with 2011 Total and 5 other fields | High correlation |
%11-15 Points is highly overall correlated with 2011 Total and 9 other fields | High correlation |
%16-20 Points is highly overall correlated with 2011 Total and 13 other fields | High correlation |
%21-25 Points is highly overall correlated with %16-20 Points and 3 other fields | High correlation |
2012 Total is highly overall correlated with 2011 Total and 11 other fields | High correlation |
%0-5 Points.1 is highly overall correlated with %0-5 Points and 2 other fields | High correlation |
%6-10 Points.1 is highly overall correlated with %0-5 Points and 3 other fields | High correlation |
%11-15 Points.1 is highly overall correlated with 2011 Total and 8 other fields | High correlation |
%16-20 Points.1 is highly overall correlated with 2011 Total and 14 other fields | High correlation |
%21-25 Points.1 is highly overall correlated with %16-20 Points and 4 other fields | High correlation |
2013 Total is highly overall correlated with 2011 Total and 11 other fields | High correlation |
%0-5 Points.2 is highly overall correlated with %0-5 Points.3 | High correlation |
%11-15 Points.2 is highly overall correlated with %11-15 Points and 11 other fields | High correlation |
%16-20 Points.2 is highly overall correlated with %16-20 Points and 9 other fields | High correlation |
2014 Total is highly overall correlated with 2011 Total and 12 other fields | High correlation |
%0-5 Points.3 is highly overall correlated with %0-5 Points.2 | High correlation |
%11-15 Points.3 is highly overall correlated with %11-15 Points and 8 other fields | High correlation |
%16-20 Points.3 is highly overall correlated with %16-20 Points and 10 other fields | High correlation |
2015 Total is highly overall correlated with 2011 Total and 11 other fields | High correlation |
%11-15 Points.4 is highly overall correlated with %16-20 Points.1 and 4 other fields | High correlation |
%16-20 Points.4 is highly overall correlated with %16-20 Points.2 and 1 other fields | High correlation |
Gender is highly overall correlated with 2011 Total and 4 other fields | High correlation |
Gender is highly imbalanced (54.3%) | Imbalance |
SCHOOL has 1959 (50.0%) missing values | Missing |
Gender has 114 (2.9%) missing values | Missing |
2011 Total is highly skewed (γ1 = 57.13807292) | Skewed |
2012 Total is highly skewed (γ1 = 57.39493818) | Skewed |
2013 Total is highly skewed (γ1 = 57.82703576) | Skewed |
2014 Total is highly skewed (γ1 = 57.56915284) | Skewed |
2015 Total is highly skewed (γ1 = 57.36407252) | Skewed |
SCHOOL is uniformly distributed | Uniform |
2011 Total has 1240 (31.7%) zeros | Zeros |
%0-5 Points has 1478 (37.7%) zeros | Zeros |
%6-10 Points has 1309 (33.4%) zeros | Zeros |
%11-15 Points has 1517 (38.7%) zeros | Zeros |
%16-20 Points has 2201 (56.2%) zeros | Zeros |
%21-25 Points has 3293 (84.1%) zeros | Zeros |
2012 Total has 985 (25.2%) zeros | Zeros |
%0-5 Points.1 has 1235 (31.5%) zeros | Zeros |
%6-10 Points.1 has 1041 (26.6%) zeros | Zeros |
%11-15 Points.1 has 1267 (32.4%) zeros | Zeros |
%16-20 Points.1 has 2073 (52.9%) zeros | Zeros |
%21-25 Points.1 has 3235 (82.6%) zeros | Zeros |
2013 Total has 553 (14.1%) zeros | Zeros |
%0-5 Points.2 has 645 (16.5%) zeros | Zeros |
%6-10 Points.2 has 711 (18.2%) zeros | Zeros |
%11-15 Points.2 has 1422 (36.3%) zeros | Zeros |
%16-20 Points.2 has 2967 (75.8%) zeros | Zeros |
2014 Total has 358 (9.1%) zeros | Zeros |
%0-5 Points.3 has 535 (13.7%) zeros | Zeros |
%6-10 Points.3 has 542 (13.8%) zeros | Zeros |
%11-15 Points.3 has 1161 (29.6%) zeros | Zeros |
%16-20 Points.3 has 2587 (66.1%) zeros | Zeros |
2015 Total has 296 (7.6%) zeros | Zeros |
%0-5 Points.4 has 457 (11.7%) zeros | Zeros |
%6-10 Points.4 has 512 (13.1%) zeros | Zeros |
%11-15 Points.4 has 1459 (37.3%) zeros | Zeros |
%16-20 Points.4 has 3183 (81.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-07 13:31:37.007721 |
|---|---|
| Analysis finished | 2023-08-07 13:43:13.137112 |
| Duration | 11 minutes and 36.13 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
District_Name
Categorical
| Distinct | 223 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.7 KiB |
| WAKISO | |
|---|---|
| KAMPALA | |
| MUKONO | 201 |
| MBARARA | 108 |
| LUWERO | 98 |
| Other values (218) |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 6.8715526 |
| Min length | 4 |
Characters and Unicode
| Total characters | 26909 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 113 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | AMUDAT |
|---|---|
| 2nd row | AMUDAT |
| 3rd row | AMUDAT Total |
| 4th row | PADER |
| 5th row | PADER |
Common Values
| Value | Count | Frequency (%) |
| WAKISO | 523 | 13.4% |
| KAMPALA | 356 | 9.1% |
| MUKONO | 201 | 5.1% |
| MBARARA | 108 | 2.8% |
| LUWERO | 98 | 2.5% |
| JINJA | 86 | 2.2% |
| KABALE | 84 | 2.1% |
| MPIGI | 83 | 2.1% |
| BUIKWE | 78 | 2.0% |
| MBALE | 69 | 1.8% |
| Other values (213) | 2230 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| wakiso | 524 | 12.5% |
| kampala | 357 | 8.5% |
| mukono | 202 | 4.8% |
| main | 176 | 4.2% |
| total | 111 | 2.6% |
| mbarara | 109 | 2.6% |
| luwero | 99 | 2.4% |
| jinja | 87 | 2.1% |
| bushenyi | 86 | 2.0% |
| kabale | 85 | 2.0% |
| Other values (102) | 2367 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 4902 | |
| I | 2273 | 8.4% |
| K | 2262 | 8.4% |
| O | 2047 | 7.6% |
| M | 1771 | 6.6% |
| U | 1596 | 5.9% |
| N | 1555 | 5.8% |
| E | 1271 | 4.7% |
| S | 1143 | 4.2% |
| L | 1142 | 4.2% |
| Other values (22) | 6947 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 26076 | |
| Lowercase Letter | 452 | 1.7% |
| Space Separator | 375 | 1.4% |
| Other Punctuation | 6 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 4902 | |
| I | 2273 | 8.7% |
| K | 2262 | 8.7% |
| O | 2047 | 7.9% |
| M | 1771 | 6.8% |
| U | 1596 | 6.1% |
| N | 1555 | 6.0% |
| E | 1271 | 4.9% |
| S | 1143 | 4.4% |
| L | 1142 | 4.4% |
| Other values (13) | 6114 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 113 | |
| o | 112 | |
| t | 112 | |
| l | 112 | |
| r | 1 | 0.2% |
| n | 1 | 0.2% |
| d | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 375 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26528 | |
| Common | 381 | 1.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 4902 | |
| I | 2273 | 8.6% |
| K | 2262 | 8.5% |
| O | 2047 | 7.7% |
| M | 1771 | 6.7% |
| U | 1596 | 6.0% |
| N | 1555 | 5.9% |
| E | 1271 | 4.8% |
| S | 1143 | 4.3% |
| L | 1142 | 4.3% |
| Other values (20) | 6566 |
Common
| Value | Count | Frequency (%) |
| 375 | ||
| . | 6 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26909 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 4902 | |
| I | 2273 | 8.4% |
| K | 2262 | 8.4% |
| O | 2047 | 7.6% |
| M | 1771 | 6.6% |
| U | 1596 | 5.9% |
| N | 1555 | 5.8% |
| E | 1271 | 4.7% |
| S | 1143 | 4.2% |
| L | 1142 | 4.2% |
| Other values (22) | 6947 |
SCHOOL
Categorical
HIGH CARDINALITY MISSING UNIFORM
| Distinct | 1955 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 1959 |
| Missing (%) | 50.0% |
| Memory size | 30.7 KiB |
| GREEN VALLEY HIGH SCHOOL | 2 |
|---|---|
| CORNERSTONE LEADERSHIP ACADEMY | 2 |
| KITGUM MATIDI SEED SCHOOL | 1 |
| KITGUM HALL | 1 |
| KITGUM COMPREHENSIVE COLLEGE | 1 |
| Other values (1950) |
Length
| Max length | 43 |
|---|---|
| Median length | 35 |
| Mean length | 27.133878 |
| Min length | 9 |
Characters and Unicode
| Total characters | 53101 |
|---|---|
| Distinct characters | 42 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1953 ? |
|---|---|
| Unique (%) | 99.8% |
Sample
| 1st row | POKOT SECONDARY SCHOOL |
|---|---|
| 2nd row | ARCHBP.FLYNN SECONDARY SCHOOL |
| 3rd row | PADER TOWN HALL LAGWAI SEED SS |
| 4th row | PAJULE SECONDARY SCHOOL |
| 5th row | KAMOD SECONDARY SCHOOL |
Common Values
| Value | Count | Frequency (%) |
| GREEN VALLEY HIGH SCHOOL | 2 | 0.1% |
| CORNERSTONE LEADERSHIP ACADEMY | 2 | 0.1% |
| KITGUM MATIDI SEED SCHOOL | 1 | < 0.1% |
| KITGUM HALL | 1 | < 0.1% |
| KITGUM COMPREHENSIVE COLLEGE | 1 | < 0.1% |
| KITGUM ALLIANCE COLLEGE | 1 | < 0.1% |
| TUNYI GIRLS' SECONDARY SCHOOL | 1 | < 0.1% |
| ST.JOSEPH BUYAGA SECONDARY SCHOOL | 1 | < 0.1% |
| NABONGO SECONDARY SCHOOL | 1 | < 0.1% |
| BUGINYANYA COMPREHENSIVE SS | 1 | < 0.1% |
| Other values (1945) | 1945 | |
| (Missing) | 1959 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| school | 996 | 15.8% |
| secondary | 978 | 15.5% |
| high | 413 | 6.5% |
| college | 111 | 1.8% |
| girls | 85 | 1.3% |
| seed | 39 | 0.6% |
| hall | 34 | 0.5% |
| parents | 31 | 0.5% |
| memorial | 31 | 0.5% |
| vocational | 30 | 0.5% |
| Other values (2091) | 3569 |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 5745 | 10.8% |
| A | 4693 | 8.8% |
| 4362 | 8.2% | |
| S | 4272 | 8.0% |
| E | 3655 | 6.9% |
| L | 3303 | 6.2% |
| C | 3211 | 6.0% |
| H | 2893 | 5.4% |
| N | 2754 | 5.2% |
| R | 2447 | 4.6% |
| Other values (32) | 15766 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 47328 | |
| Space Separator | 4362 | 8.2% |
| Other Punctuation | 1364 | 2.6% |
| Lowercase Letter | 21 | < 0.1% |
| Dash Punctuation | 17 | < 0.1% |
| Decimal Number | 7 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 5745 | |
| A | 4693 | 9.9% |
| S | 4272 | 9.0% |
| E | 3655 | 7.7% |
| L | 3303 | 7.0% |
| C | 3211 | 6.8% |
| H | 2893 | 6.1% |
| N | 2754 | 5.8% |
| R | 2447 | 5.2% |
| I | 2354 | 5.0% |
| Other values (16) | 12001 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 795 | |
| . | 341 | |
| ' | 205 | 15.0% |
| / | 9 | 0.7% |
| ; | 7 | 0.5% |
| & | 7 | 0.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 7 | |
| p | 7 | |
| a | 7 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 2 | 1 | 14.3% |
| 3 | 1 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 4362 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47349 | |
| Common | 5752 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 5745 | |
| A | 4693 | 9.9% |
| S | 4272 | 9.0% |
| E | 3655 | 7.7% |
| L | 3303 | 7.0% |
| C | 3211 | 6.8% |
| H | 2893 | 6.1% |
| N | 2754 | 5.8% |
| R | 2447 | 5.2% |
| I | 2354 | 5.0% |
| Other values (19) | 12022 |
Common
| Value | Count | Frequency (%) |
| 4362 | ||
| , | 795 | 13.8% |
| . | 341 | 5.9% |
| ' | 205 | 3.6% |
| - | 17 | 0.3% |
| / | 9 | 0.2% |
| ; | 7 | 0.1% |
| & | 7 | 0.1% |
| 0 | 5 | 0.1% |
| 2 | 1 | < 0.1% |
| Other values (3) | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53101 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| O | 5745 | 10.8% |
| A | 4693 | 8.8% |
| 4362 | 8.2% | |
| S | 4272 | 8.0% |
| E | 3655 | 6.9% |
| L | 3303 | 6.2% |
| C | 3211 | 6.0% |
| H | 2893 | 5.4% |
| N | 2754 | 5.2% |
| R | 2447 | 4.6% |
| Other values (32) | 15766 |
Gender
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 114 |
| Missing (%) | 2.9% |
| Memory size | 30.7 KiB |
| FEMALE | |
|---|---|
| MALE | |
| 27 | |
| 0 | 1 |
| 3 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 4.9807996 |
| Min length | 1 |
Characters and Unicode
| Total characters | 18937 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | FEMALE |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | MALE |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| FEMALE | 1908 | |
| MALE | 1865 | |
| 27 | 0.7% | |
| 0 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| (Missing) | 114 | 2.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 1908 | |
| male | 1865 | |
| 0 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 5681 | |
| M | 3773 | |
| A | 3773 | |
| L | 3773 | |
| F | 1908 | 10.1% |
| 27 | 0.1% | |
| 0 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 18908 | |
| Space Separator | 27 | 0.1% |
| Decimal Number | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 5681 | |
| M | 3773 | |
| A | 3773 | |
| L | 3773 | |
| F | 1908 | 10.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 3 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18908 | |
| Common | 29 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 5681 | |
| M | 3773 | |
| A | 3773 | |
| L | 3773 | |
| F | 1908 | 10.1% |
Common
| Value | Count | Frequency (%) |
| 27 | ||
| 0 | 1 | 3.4% |
| 3 | 1 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18937 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 5681 | |
| M | 3773 | |
| A | 3773 | |
| L | 3773 | |
| F | 1908 | 10.1% |
| 27 | 0.1% | |
| 0 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
2011 Total
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 263 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.428754 |
| Minimum | 0 |
|---|---|
| Maximum | 103681 |
| Zeros | 1240 |
| Zeros (%) | 31.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 16 |
| Q3 | 40 |
| 95-th percentile | 129.25 |
| Maximum | 103681 |
| Range | 103681 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 1712.5899 |
|---|---|
| Coefficient of variation (CV) | 21.561334 |
| Kurtosis | 3428.5641 |
| Mean | 79.428754 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 57.138073 |
| Sum | 311043 |
| Variance | 2932964.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1240 | |
| 14 | 66 | 1.7% |
| 16 | 66 | 1.7% |
| 19 | 61 | 1.6% |
| 15 | 61 | 1.6% |
| 17 | 60 | 1.5% |
| 20 | 59 | 1.5% |
| 11 | 59 | 1.5% |
| 6 | 57 | 1.5% |
| 10 | 53 | 1.4% |
| Other values (253) | 2134 |
| Value | Count | Frequency (%) |
| 0 | 1240 | |
| 1 | 21 | 0.5% |
| 2 | 20 | 0.5% |
| 3 | 24 | 0.6% |
| 4 | 36 | 0.9% |
| 5 | 39 | 1.0% |
| 6 | 57 | 1.5% |
| 7 | 50 | 1.3% |
| 8 | 50 | 1.3% |
| 9 | 51 | 1.3% |
| Value | Count | Frequency (%) |
| 103681 | 1 | |
| 17895 | 1 | |
| 17150 | 1 | |
| 6287 | 1 | |
| 3516 | 1 | |
| 3329 | 1 | |
| 2884 | 1 | |
| 2498 | 1 | |
| 2296 | 1 | |
| 2232 | 1 |
%0-5 Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 550 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.369101 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1478 |
| Zeros (%) | 37.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11.1 |
| Q3 | 33.3 |
| 95-th percentile | 64.35 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 33.3 |
Descriptive statistics
| Standard deviation | 22.703456 |
|---|---|
| Coefficient of variation (CV) | 1.1721481 |
| Kurtosis | 0.69841858 |
| Mean | 19.369101 |
| Median Absolute Deviation (MAD) | 11.1 |
| Skewness | 1.1542214 |
| Sum | 75849.4 |
| Variance | 515.4469 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1478 | |
| 50 | 64 | 1.6% |
| 33.3 | 62 | 1.6% |
| 25 | 54 | 1.4% |
| 16.7 | 45 | 1.1% |
| 20 | 39 | 1.0% |
| 40 | 38 | 1.0% |
| 14.3 | 30 | 0.8% |
| 100 | 30 | 0.8% |
| 28.6 | 30 | 0.8% |
| Other values (540) | 2046 |
| Value | Count | Frequency (%) |
| 0 | 1478 | |
| 0.3 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 2 | 0.1% |
| 0.7 | 4 | 0.1% |
| 0.8 | 2 | 0.1% |
| 0.9 | 3 | 0.1% |
| 1 | 3 | 0.1% |
| 1.1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 30 | |
| 93.8 | 1 | < 0.1% |
| 93.3 | 1 | < 0.1% |
| 90.5 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 89.5 | 1 | < 0.1% |
| 88.9 | 2 | 0.1% |
| 87.5 | 1 | < 0.1% |
| 85.7 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
%6-10 Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 494 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.034806 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1309 |
| Zeros (%) | 33.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 30 |
| Q3 | 43.325 |
| 95-th percentile | 59.15 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 43.325 |
Descriptive statistics
| Standard deviation | 22.207197 |
|---|---|
| Coefficient of variation (CV) | 0.8529811 |
| Kurtosis | -0.86996017 |
| Mean | 26.034806 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.20934721 |
| Sum | 101952.3 |
| Variance | 493.15962 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1309 | |
| 50 | 129 | 3.3% |
| 33.3 | 94 | 2.4% |
| 25 | 67 | 1.7% |
| 40 | 59 | 1.5% |
| 42.9 | 53 | 1.4% |
| 20 | 47 | 1.2% |
| 37.5 | 44 | 1.1% |
| 66.7 | 33 | 0.8% |
| 30 | 29 | 0.7% |
| Other values (484) | 2052 |
| Value | Count | Frequency (%) |
| 0 | 1309 | |
| 0.4 | 2 | 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.4 | 2 | 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 17 | |
| 90 | 1 | < 0.1% |
| 88.9 | 1 | < 0.1% |
| 85.7 | 1 | < 0.1% |
| 83.3 | 4 | 0.1% |
| 82.6 | 1 | < 0.1% |
| 82.4 | 1 | < 0.1% |
| 81.8 | 1 | < 0.1% |
| 80.4 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
%11-15 Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 465 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.612998 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1517 |
| Zeros (%) | 38.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 11.5 |
| Q3 | 27.5 |
| 95-th percentile | 46 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27.5 |
Descriptive statistics
| Standard deviation | 16.609441 |
|---|---|
| Coefficient of variation (CV) | 1.0638213 |
| Kurtosis | 0.12494618 |
| Mean | 15.612998 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 0.84613775 |
| Sum | 61140.5 |
| Variance | 275.87351 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1517 | |
| 25 | 67 | 1.7% |
| 33.3 | 64 | 1.6% |
| 20 | 56 | 1.4% |
| 16.7 | 47 | 1.2% |
| 50 | 37 | 0.9% |
| 14.3 | 34 | 0.9% |
| 40 | 33 | 0.8% |
| 12.5 | 33 | 0.8% |
| 11.1 | 32 | 0.8% |
| Other values (455) | 1996 |
| Value | Count | Frequency (%) |
| 0 | 1517 | |
| 1.3 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 2 | 0.1% |
| 2.3 | 1 | < 0.1% |
| 2.6 | 2 | 0.1% |
| 2.7 | 4 | 0.1% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 4 | |
| 75 | 5 | |
| 71.4 | 1 | < 0.1% |
| 66.7 | 4 | |
| 65.2 | 1 | < 0.1% |
| 64.3 | 1 | < 0.1% |
| 63.6 | 3 | |
| 63.2 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 62.9 | 2 | 0.1% |
%16-20 Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 378 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.246144 |
| Minimum | 0 |
|---|---|
| Maximum | 72.2 |
| Zeros | 2201 |
| Zeros (%) | 56.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 8.3 |
| 95-th percentile | 30 |
| Maximum | 72.2 |
| Range | 72.2 |
| Interquartile range (IQR) | 8.3 |
Descriptive statistics
| Standard deviation | 11.048565 |
|---|---|
| Coefficient of variation (CV) | 1.7688617 |
| Kurtosis | 6.6185972 |
| Mean | 6.246144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4612799 |
| Sum | 24459.9 |
| Variance | 122.07079 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2201 | |
| 16.7 | 36 | 0.9% |
| 8.3 | 34 | 0.9% |
| 6.3 | 27 | 0.7% |
| 7.1 | 27 | 0.7% |
| 5.9 | 27 | 0.7% |
| 9.1 | 26 | 0.7% |
| 10 | 25 | 0.6% |
| 4.2 | 25 | 0.6% |
| 12.5 | 25 | 0.6% |
| Other values (368) | 1463 |
| Value | Count | Frequency (%) |
| 0 | 2201 | |
| 0.6 | 4 | 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 2 | 0.1% |
| 0.9 | 3 | 0.1% |
| 1 | 5 | 0.1% |
| 1.1 | 6 | 0.2% |
| 1.2 | 6 | 0.2% |
| 1.3 | 5 | 0.1% |
| 1.4 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 72.2 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 67.3 | 1 | < 0.1% |
| 66.7 | 1 | < 0.1% |
| 65.6 | 1 | < 0.1% |
| 63.8 | 1 | < 0.1% |
| 62.9 | 1 | < 0.1% |
| 60.9 | 1 | < 0.1% |
| 60.2 | 1 | < 0.1% |
| 60 | 3 |
%21-25 Points
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 163 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0744127 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3293 |
| Zeros (%) | 84.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.825 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.5795703 |
|---|---|
| Coefficient of variation (CV) | 4.2623942 |
| Kurtosis | 114.56814 |
| Mean | 1.0744127 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.9086464 |
| Sum | 4207.4 |
| Variance | 20.972464 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3293 | |
| 2.3 | 18 | 0.5% |
| 1.5 | 17 | 0.4% |
| 1.8 | 15 | 0.4% |
| 2.9 | 15 | 0.4% |
| 2 | 15 | 0.4% |
| 4.5 | 13 | 0.3% |
| 3.6 | 12 | 0.3% |
| 1.3 | 11 | 0.3% |
| 3.3 | 11 | 0.3% |
| Other values (153) | 496 | 12.7% |
| Value | Count | Frequency (%) |
| 0 | 3293 | |
| 0.1 | 2 | 0.1% |
| 0.2 | 4 | 0.1% |
| 0.3 | 4 | 0.1% |
| 0.4 | 6 | 0.2% |
| 0.5 | 7 | 0.2% |
| 0.6 | 5 | 0.1% |
| 0.7 | 7 | 0.2% |
| 0.8 | 6 | 0.2% |
| 0.9 | 10 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 69.8 | 1 | |
| 57.9 | 1 | |
| 56.7 | 1 | |
| 56.5 | 1 | |
| 55.9 | 1 | |
| 52.1 | 1 | |
| 50 | 1 | |
| 44.4 | 1 | |
| 42.2 | 1 |
2012 Total
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 271 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.31001 |
| Minimum | 0 |
|---|---|
| Maximum | 111358 |
| Zeros | 985 |
| Zeros (%) | 25.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18 |
| Q3 | 41.25 |
| 95-th percentile | 135 |
| Maximum | 111358 |
| Range | 111358 |
| Interquartile range (IQR) | 41.25 |
Descriptive statistics
| Standard deviation | 1836.0833 |
|---|---|
| Coefficient of variation (CV) | 21.522484 |
| Kurtosis | 3452.7146 |
| Mean | 85.31001 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 57.394938 |
| Sum | 334074 |
| Variance | 3371202 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 985 | |
| 14 | 76 | 1.9% |
| 10 | 75 | 1.9% |
| 8 | 69 | 1.8% |
| 13 | 68 | 1.7% |
| 12 | 68 | 1.7% |
| 15 | 68 | 1.7% |
| 16 | 62 | 1.6% |
| 23 | 62 | 1.6% |
| 20 | 62 | 1.6% |
| Other values (261) | 2321 |
| Value | Count | Frequency (%) |
| 0 | 985 | |
| 1 | 21 | 0.5% |
| 2 | 20 | 0.5% |
| 3 | 37 | 0.9% |
| 4 | 39 | 1.0% |
| 5 | 58 | 1.5% |
| 6 | 53 | 1.4% |
| 7 | 47 | 1.2% |
| 8 | 69 | 1.8% |
| 9 | 57 | 1.5% |
| Value | Count | Frequency (%) |
| 111358 | 1 | |
| 19024 | 1 | |
| 17291 | 1 | |
| 6679 | 1 | |
| 3849 | 1 | |
| 3765 | 1 | |
| 2916 | 1 | |
| 2776 | 1 | |
| 2502 | 1 | |
| 2485 | 1 |
%0-5 Points.1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 527 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.669331 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1235 |
| Zeros (%) | 31.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13.3 |
| Q3 | 32.75 |
| 95-th percentile | 60 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 32.75 |
Descriptive statistics
| Standard deviation | 21.26056 |
|---|---|
| Coefficient of variation (CV) | 1.080899 |
| Kurtosis | 0.82983853 |
| Mean | 19.669331 |
| Median Absolute Deviation (MAD) | 13.3 |
| Skewness | 1.106959 |
| Sum | 77025.1 |
| Variance | 452.01141 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 50 | 84 | 2.1% |
| 33.3 | 73 | 1.9% |
| 25 | 70 | 1.8% |
| 20 | 60 | 1.5% |
| 28.6 | 39 | 1.0% |
| 40 | 39 | 1.0% |
| 16.7 | 36 | 0.9% |
| 14.3 | 33 | 0.8% |
| 12.5 | 29 | 0.7% |
| Other values (517) | 2218 |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 0.6 | 2 | 0.1% |
| 0.7 | 2 | 0.1% |
| 0.8 | 2 | 0.1% |
| 0.9 | 6 | 0.2% |
| 1 | 6 | 0.2% |
| 1.1 | 4 | 0.1% |
| 1.2 | 3 | 0.1% |
| 1.3 | 8 | 0.2% |
| 1.4 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 28 | |
| 95.2 | 1 | < 0.1% |
| 88.9 | 1 | < 0.1% |
| 87.5 | 5 | 0.1% |
| 83.3 | 3 | 0.1% |
| 81.8 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 80 | 9 | 0.2% |
| 78.6 | 1 | < 0.1% |
| 77.8 | 2 | 0.1% |
%6-10 Points.1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 515 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.053779 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1041 |
| Zeros (%) | 26.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 34.65 |
| Q3 | 46.6 |
| 95-th percentile | 62.2 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 46.6 |
Descriptive statistics
| Standard deviation | 22.300994 |
|---|---|
| Coefficient of variation (CV) | 0.74203624 |
| Kurtosis | -0.77982975 |
| Mean | 30.053779 |
| Median Absolute Deviation (MAD) | 15.35 |
| Skewness | 0.0047688174 |
| Sum | 117690.6 |
| Variance | 497.33431 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1041 | |
| 50 | 162 | 4.1% |
| 33.3 | 109 | 2.8% |
| 40 | 80 | 2.0% |
| 25 | 57 | 1.5% |
| 42.9 | 53 | 1.4% |
| 37.5 | 42 | 1.1% |
| 66.7 | 39 | 1.0% |
| 45.5 | 38 | 1.0% |
| 44.4 | 38 | 1.0% |
| Other values (505) | 2257 |
| Value | Count | Frequency (%) |
| 0 | 1041 | |
| 0.3 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 2 | 0.1% |
| 0.9 | 1 | < 0.1% |
| 1 | 2 | 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 19 | |
| 91.7 | 1 | < 0.1% |
| 88.9 | 1 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 85.7 | 3 | 0.1% |
| 84.6 | 1 | < 0.1% |
| 83.3 | 6 | 0.2% |
| 82.4 | 1 | < 0.1% |
| 80 | 9 | |
| 78.6 | 1 | < 0.1% |
%11-15 Points.1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 485 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.875868 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1267 |
| Zeros (%) | 32.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15.6 |
| Q3 | 30.4 |
| 95-th percentile | 47.6 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 30.4 |
Descriptive statistics
| Standard deviation | 17.009601 |
|---|---|
| Coefficient of variation (CV) | 0.95153988 |
| Kurtosis | -0.096858305 |
| Mean | 17.875868 |
| Median Absolute Deviation (MAD) | 15.6 |
| Skewness | 0.67945306 |
| Sum | 70001.9 |
| Variance | 289.32654 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1267 | |
| 25 | 85 | 2.2% |
| 33.3 | 78 | 2.0% |
| 20 | 56 | 1.4% |
| 50 | 52 | 1.3% |
| 16.7 | 50 | 1.3% |
| 14.3 | 44 | 1.1% |
| 40 | 43 | 1.1% |
| 12.5 | 42 | 1.1% |
| 22.2 | 32 | 0.8% |
| Other values (475) | 2167 |
| Value | Count | Frequency (%) |
| 0 | 1267 | |
| 1.5 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2.1 | 2 | 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.7 | 3 | 0.1% |
| 2.8 | 3 | 0.1% |
| 2.9 | 3 | 0.1% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 4 | |
| 80 | 3 | |
| 77.8 | 1 | < 0.1% |
| 76.9 | 2 | 0.1% |
| 75 | 1 | < 0.1% |
| 71.4 | 2 | 0.1% |
| 70.8 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 68.4 | 1 | < 0.1% |
| 66.7 | 5 |
%16-20 Points.1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 374 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2233657 |
| Minimum | 0 |
|---|---|
| Maximum | 65.4 |
| Zeros | 2073 |
| Zeros (%) | 52.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 9.1 |
| 95-th percentile | 27.925 |
| Maximum | 65.4 |
| Range | 65.4 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 10.230743 |
|---|---|
| Coefficient of variation (CV) | 1.6439245 |
| Kurtosis | 6.291907 |
| Mean | 6.2233657 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3402491 |
| Sum | 24370.7 |
| Variance | 104.66811 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 10 | 43 | 1.1% |
| 11.1 | 35 | 0.9% |
| 8.3 | 33 | 0.8% |
| 20 | 33 | 0.8% |
| 12.5 | 30 | 0.8% |
| 9.1 | 30 | 0.8% |
| 16.7 | 30 | 0.8% |
| 7.7 | 29 | 0.7% |
| 6.3 | 29 | 0.7% |
| Other values (364) | 1551 |
| Value | Count | Frequency (%) |
| 0 | 2073 | |
| 0.4 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 2 | 0.1% |
| 0.7 | 3 | 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 2 | 0.1% |
| 1 | 7 | 0.2% |
| 1.1 | 5 | 0.1% |
| 1.2 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 65.4 | 1 | |
| 64.1 | 1 | |
| 64 | 1 | |
| 60.9 | 2 | |
| 60.6 | 1 | |
| 59.3 | 1 | |
| 58.3 | 1 | |
| 57.7 | 1 | |
| 57.1 | 1 | |
| 57 | 1 |
%21-25 Points.1
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 164 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0272217 |
| Minimum | 0 |
|---|---|
| Maximum | 69.6 |
| Zeros | 3235 |
| Zeros (%) | 82.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 69.6 |
| Range | 69.6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.9054973 |
|---|---|
| Coefficient of variation (CV) | 3.8020005 |
| Kurtosis | 90.810911 |
| Mean | 1.0272217 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.9722761 |
| Sum | 4022.6 |
| Variance | 15.252909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3235 | |
| 2.9 | 20 | 0.5% |
| 1.1 | 20 | 0.5% |
| 2.2 | 19 | 0.5% |
| 2.6 | 17 | 0.4% |
| 1.9 | 14 | 0.4% |
| 1 | 14 | 0.4% |
| 3.8 | 14 | 0.4% |
| 4.3 | 13 | 0.3% |
| 2.1 | 13 | 0.3% |
| Other values (154) | 537 | 13.7% |
| Value | Count | Frequency (%) |
| 0 | 3235 | |
| 0.1 | 1 | < 0.1% |
| 0.2 | 6 | 0.2% |
| 0.3 | 8 | 0.2% |
| 0.4 | 1 | < 0.1% |
| 0.5 | 5 | 0.1% |
| 0.6 | 11 | 0.3% |
| 0.7 | 9 | 0.2% |
| 0.8 | 9 | 0.2% |
| 0.9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 69.6 | 1 | |
| 65.1 | 1 | |
| 55.2 | 1 | |
| 52.3 | 1 | |
| 51 | 1 | |
| 47.5 | 1 | |
| 41.8 | 1 | |
| 39.7 | 1 | |
| 36.9 | 1 | |
| 36.2 | 1 |
2013 Total
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 275 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.93003 |
| Minimum | 0 |
|---|---|
| Maximum | 232258 |
| Zeros | 553 |
| Zeros (%) | 14.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14 |
| median | 40 |
| Q3 | 84 |
| 95-th percentile | 268 |
| Maximum | 232258 |
| Range | 232258 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 3818.1705 |
|---|---|
| Coefficient of variation (CV) | 21.458831 |
| Kurtosis | 3492.9164 |
| Mean | 177.93003 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 57.827036 |
| Sum | 696774 |
| Variance | 14578426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 553 | 14.1% |
| 22 | 96 | 2.5% |
| 20 | 94 | 2.4% |
| 18 | 92 | 2.3% |
| 32 | 87 | 2.2% |
| 24 | 85 | 2.2% |
| 42 | 80 | 2.0% |
| 14 | 77 | 2.0% |
| 10 | 74 | 1.9% |
| 30 | 73 | 1.9% |
| Other values (265) | 2605 |
| Value | Count | Frequency (%) |
| 0 | 553 | |
| 2 | 35 | 0.9% |
| 4 | 54 | 1.4% |
| 6 | 68 | 1.7% |
| 8 | 62 | 1.6% |
| 10 | 74 | 1.9% |
| 12 | 62 | 1.6% |
| 14 | 77 | 2.0% |
| 16 | 70 | 1.8% |
| 18 | 92 | 2.3% |
| Value | Count | Frequency (%) |
| 232258 | 1 | |
| 38588 | 1 | |
| 32602 | 1 | |
| 13430 | 1 | |
| 7530 | 1 | |
| 7492 | 1 | |
| 5968 | 1 | |
| 5770 | 1 | |
| 5370 | 1 | |
| 5094 | 1 |
%0-5 Points.2
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 681 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.931793 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 645 |
| Zeros (%) | 16.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.8 |
| median | 40 |
| Q3 | 62.35 |
| 95-th percentile | 88.9 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 48.55 |
Descriptive statistics
| Standard deviation | 28.996888 |
|---|---|
| Coefficient of variation (CV) | 0.72616045 |
| Kurtosis | -0.97301712 |
| Mean | 39.931793 |
| Median Absolute Deviation (MAD) | 23.6 |
| Skewness | 0.17979033 |
| Sum | 156372.9 |
| Variance | 840.81953 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 645 | 16.5% |
| 50 | 157 | 4.0% |
| 100 | 137 | 3.5% |
| 33.3 | 84 | 2.1% |
| 66.7 | 79 | 2.0% |
| 75 | 62 | 1.6% |
| 60 | 55 | 1.4% |
| 40 | 48 | 1.2% |
| 25 | 40 | 1.0% |
| 42.9 | 38 | 1.0% |
| Other values (671) | 2571 |
| Value | Count | Frequency (%) |
| 0 | 645 | |
| 0.7 | 3 | 0.1% |
| 0.9 | 4 | 0.1% |
| 1 | 4 | 0.1% |
| 1.1 | 2 | 0.1% |
| 1.2 | 4 | 0.1% |
| 1.3 | 2 | 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.5 | 2 | 0.1% |
| 1.6 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 137 | |
| 95.7 | 2 | 0.1% |
| 95 | 1 | < 0.1% |
| 94.8 | 1 | < 0.1% |
| 94.4 | 1 | < 0.1% |
| 94.1 | 1 | < 0.1% |
| 93.8 | 2 | 0.1% |
| 93.5 | 2 | 0.1% |
| 93.3 | 2 | 0.1% |
| 92.9 | 1 | < 0.1% |
%6-10 Points.2
Real number (ℝ)
| Distinct | 509 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.680797 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 711 |
| Zeros (%) | 18.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16.7 |
| median | 34.55 |
| Q3 | 46.2 |
| 95-th percentile | 61.5 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 29.5 |
Descriptive statistics
| Standard deviation | 20.60243 |
|---|---|
| Coefficient of variation (CV) | 0.65031289 |
| Kurtosis | -0.2780007 |
| Mean | 31.680797 |
| Median Absolute Deviation (MAD) | 13.85 |
| Skewness | 0.027199001 |
| Sum | 124062 |
| Variance | 424.46014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 711 | 18.2% |
| 50 | 183 | 4.7% |
| 33.3 | 113 | 2.9% |
| 25 | 88 | 2.2% |
| 40 | 78 | 2.0% |
| 20 | 58 | 1.5% |
| 42.9 | 57 | 1.5% |
| 28.6 | 43 | 1.1% |
| 36.4 | 42 | 1.1% |
| 30 | 40 | 1.0% |
| Other values (499) | 2503 |
| Value | Count | Frequency (%) |
| 0 | 711 | |
| 1.2 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.4 | 1 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 26 | |
| 92.3 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 88.9 | 2 | 0.1% |
| 85.7 | 2 | 0.1% |
| 83.3 | 4 | 0.1% |
| 80 | 2 | 0.1% |
| 77.8 | 2 | 0.1% |
| 76.2 | 2 | 0.1% |
| 75 | 13 |
%11-15 Points.2
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 470 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.301124 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1422 |
| Zeros (%) | 36.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7.1 |
| Q3 | 19.85 |
| 95-th percentile | 43.825 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 19.85 |
Descriptive statistics
| Standard deviation | 14.680369 |
|---|---|
| Coefficient of variation (CV) | 1.1934169 |
| Kurtosis | 1.383627 |
| Mean | 12.301124 |
| Median Absolute Deviation (MAD) | 7.1 |
| Skewness | 1.3490732 |
| Sum | 48171.2 |
| Variance | 215.51322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 20 | 58 | 1.5% |
| 25 | 56 | 1.4% |
| 14.3 | 50 | 1.3% |
| 16.7 | 48 | 1.2% |
| 11.1 | 45 | 1.1% |
| 10 | 44 | 1.1% |
| 12.5 | 44 | 1.1% |
| 8.3 | 43 | 1.1% |
| 33.3 | 39 | 1.0% |
| Other values (460) | 2067 |
| Value | Count | Frequency (%) |
| 0 | 1422 | |
| 0.5 | 1 | < 0.1% |
| 1 | 3 | 0.1% |
| 1.1 | 2 | 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.6 | 4 | 0.1% |
| 1.7 | 3 | 0.1% |
| 1.8 | 5 | 0.1% |
| 1.9 | 5 | 0.1% |
| 2 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 75 | 1 | |
| 73.9 | 1 | |
| 70.4 | 1 | |
| 67.5 | 1 | |
| 66.7 | 1 | |
| 66 | 1 | |
| 65.2 | 1 | |
| 64.4 | 2 | |
| 64.1 | 2 |
%16-20 Points.2
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 230 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9670582 |
| Minimum | 0 |
|---|---|
| Maximum | 78 |
| Zeros | 2967 |
| Zeros (%) | 75.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10.6 |
| Maximum | 78 |
| Range | 78 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.1379179 |
|---|---|
| Coefficient of variation (CV) | 3.1203539 |
| Kurtosis | 43.958994 |
| Mean | 1.9670582 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8347382 |
| Sum | 7703 |
| Variance | 37.674036 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2967 | |
| 6.3 | 27 | 0.7% |
| 2.4 | 25 | 0.6% |
| 2.9 | 21 | 0.5% |
| 2.6 | 21 | 0.5% |
| 4.3 | 20 | 0.5% |
| 1.5 | 19 | 0.5% |
| 3.6 | 17 | 0.4% |
| 2.2 | 17 | 0.4% |
| 2.1 | 16 | 0.4% |
| Other values (220) | 766 | 19.6% |
| Value | Count | Frequency (%) |
| 0 | 2967 | |
| 0.1 | 1 | < 0.1% |
| 0.2 | 4 | 0.1% |
| 0.3 | 3 | 0.1% |
| 0.4 | 3 | 0.1% |
| 0.5 | 4 | 0.1% |
| 0.6 | 4 | 0.1% |
| 0.7 | 5 | 0.1% |
| 0.8 | 8 | 0.2% |
| 0.9 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 78 | 1 | |
| 69.9 | 1 | |
| 69.3 | 1 | |
| 65.3 | 1 | |
| 62.7 | 1 | |
| 62.3 | 1 | |
| 58.4 | 1 | |
| 58.1 | 1 | |
| 57.3 | 1 | |
| 56.5 | 1 |
2014 Total
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 266 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.938968 |
| Minimum | 0 |
|---|---|
| Maximum | 108263 |
| Zeros | 358 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 18 |
| Q3 | 38 |
| 95-th percentile | 121.25 |
| Maximum | 108263 |
| Range | 108263 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 1782.9525 |
|---|---|
| Coefficient of variation (CV) | 21.497162 |
| Kurtosis | 3468.7212 |
| Mean | 82.938968 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 57.569153 |
| Sum | 324789 |
| Variance | 3178919.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 358 | 9.1% |
| 11 | 120 | 3.1% |
| 9 | 112 | 2.9% |
| 8 | 111 | 2.8% |
| 10 | 104 | 2.7% |
| 13 | 103 | 2.6% |
| 7 | 102 | 2.6% |
| 14 | 95 | 2.4% |
| 6 | 94 | 2.4% |
| 12 | 93 | 2.4% |
| Other values (256) | 2624 |
| Value | Count | Frequency (%) |
| 0 | 358 | |
| 1 | 62 | 1.6% |
| 2 | 78 | 2.0% |
| 3 | 74 | 1.9% |
| 4 | 82 | 2.1% |
| 5 | 91 | 2.3% |
| 6 | 94 | 2.4% |
| 7 | 102 | 2.6% |
| 8 | 111 | 2.8% |
| 9 | 112 | 2.9% |
| Value | Count | Frequency (%) |
| 108263 | 1 | |
| 18975 | 1 | |
| 15306 | 1 | |
| 6635 | 1 | |
| 3604 | 1 | |
| 3455 | 1 | |
| 2894 | 1 | |
| 2772 | 1 | |
| 2571 | 1 | |
| 2384 | 1 |
%0-5 Points.3
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 625 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.815041 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 535 |
| Zeros (%) | 13.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.1 |
| median | 34.65 |
| Q3 | 56.1 |
| 95-th percentile | 87.5 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 27.452396 |
|---|---|
| Coefficient of variation (CV) | 0.74568426 |
| Kurtosis | -0.64135867 |
| Mean | 36.815041 |
| Median Absolute Deviation (MAD) | 20.95 |
| Skewness | 0.42373597 |
| Sum | 144167.7 |
| Variance | 753.63406 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 535 | 13.7% |
| 50 | 162 | 4.1% |
| 100 | 139 | 3.5% |
| 33.3 | 89 | 2.3% |
| 66.7 | 87 | 2.2% |
| 25 | 83 | 2.1% |
| 40 | 55 | 1.4% |
| 20 | 53 | 1.4% |
| 28.6 | 52 | 1.3% |
| 75 | 48 | 1.2% |
| Other values (615) | 2613 |
| Value | Count | Frequency (%) |
| 0 | 535 | |
| 0.4 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 2 | 0.1% |
| 1 | 2 | 0.1% |
| 1.1 | 2 | 0.1% |
| 1.2 | 5 | 0.1% |
| 1.4 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 139 | |
| 96 | 1 | < 0.1% |
| 95.7 | 1 | < 0.1% |
| 94.7 | 1 | < 0.1% |
| 93.8 | 2 | 0.1% |
| 93.3 | 2 | 0.1% |
| 92.9 | 2 | 0.1% |
| 92.3 | 3 | 0.1% |
| 91.7 | 6 | 0.2% |
| 91.4 | 1 | < 0.1% |
%6-10 Points.3
Real number (ℝ)
| Distinct | 477 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.95429 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 542 |
| Zeros (%) | 13.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22.2 |
| median | 36 |
| Q3 | 46.7 |
| 95-th percentile | 63.2 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 24.5 |
Descriptive statistics
| Standard deviation | 20.059448 |
|---|---|
| Coefficient of variation (CV) | 0.59077801 |
| Kurtosis | 0.19802942 |
| Mean | 33.95429 |
| Median Absolute Deviation (MAD) | 11.6 |
| Skewness | 0.052175543 |
| Sum | 132965 |
| Variance | 402.38145 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 542 | 13.8% |
| 50 | 211 | 5.4% |
| 33.3 | 164 | 4.2% |
| 25 | 104 | 2.7% |
| 40 | 81 | 2.1% |
| 42.9 | 73 | 1.9% |
| 20 | 64 | 1.6% |
| 28.6 | 61 | 1.6% |
| 37.5 | 60 | 1.5% |
| 44.4 | 52 | 1.3% |
| Other values (467) | 2504 |
| Value | Count | Frequency (%) |
| 0 | 542 | |
| 0.4 | 1 | < 0.1% |
| 1.1 | 2 | 0.1% |
| 1.4 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 2.1 | 2 | 0.1% |
| 2.3 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 35 | |
| 90 | 1 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 85.7 | 6 | 0.2% |
| 83.3 | 7 | 0.2% |
| 82.4 | 1 | < 0.1% |
| 81.8 | 4 | 0.1% |
| 81.3 | 1 | < 0.1% |
| 80 | 14 | 0.4% |
| 78.6 | 1 | < 0.1% |
%11-15 Points.3
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 495 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.549821 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1161 |
| Zeros (%) | 29.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.5 |
| Q3 | 27.1 |
| 95-th percentile | 48.625 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27.1 |
Descriptive statistics
| Standard deviation | 16.556906 |
|---|---|
| Coefficient of variation (CV) | 1.0004281 |
| Kurtosis | 0.96460531 |
| Mean | 16.549821 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 1.0235819 |
| Sum | 64809.1 |
| Variance | 274.13115 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1161 | |
| 25 | 82 | 2.1% |
| 33.3 | 77 | 2.0% |
| 14.3 | 73 | 1.9% |
| 20 | 72 | 1.8% |
| 12.5 | 64 | 1.6% |
| 10 | 60 | 1.5% |
| 11.1 | 58 | 1.5% |
| 16.7 | 55 | 1.4% |
| 50 | 43 | 1.1% |
| Other values (485) | 2171 |
| Value | Count | Frequency (%) |
| 0 | 1161 | |
| 0.9 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| 2 | 3 | 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.3 | 4 | 0.1% |
| 2.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 8 | |
| 76.9 | 1 | < 0.1% |
| 75 | 2 | 0.1% |
| 73.3 | 1 | < 0.1% |
| 72.4 | 1 | < 0.1% |
| 70 | 2 | 0.1% |
| 68.7 | 1 | < 0.1% |
| 68.2 | 1 | < 0.1% |
| 67.9 | 1 | < 0.1% |
| 66.7 | 7 |
%16-20 Points.3
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 281 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5410878 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 2587 |
| Zeros (%) | 66.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.7 |
| 95-th percentile | 16.7 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 3.7 |
Descriptive statistics
| Standard deviation | 8.6066302 |
|---|---|
| Coefficient of variation (CV) | 2.4305046 |
| Kurtosis | 28.904205 |
| Mean | 3.5410878 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6527821 |
| Sum | 13866.9 |
| Variance | 74.074084 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2587 | |
| 6.3 | 34 | 0.9% |
| 8.3 | 32 | 0.8% |
| 4.3 | 30 | 0.8% |
| 2.9 | 29 | 0.7% |
| 14.3 | 26 | 0.7% |
| 7.1 | 25 | 0.6% |
| 4.8 | 24 | 0.6% |
| 5 | 23 | 0.6% |
| 16.7 | 22 | 0.6% |
| Other values (271) | 1084 |
| Value | Count | Frequency (%) |
| 0 | 2587 | |
| 0.2 | 1 | < 0.1% |
| 0.4 | 1 | < 0.1% |
| 0.6 | 3 | 0.1% |
| 0.7 | 7 | 0.2% |
| 0.8 | 4 | 0.1% |
| 0.9 | 6 | 0.2% |
| 1 | 8 | 0.2% |
| 1.1 | 6 | 0.2% |
| 1.2 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 92 | 1 | |
| 82.7 | 1 | |
| 80.8 | 1 | |
| 77.1 | 1 | |
| 71.9 | 1 | |
| 70.9 | 1 | |
| 70.5 | 1 | |
| 69.6 | 1 | |
| 69 | 1 |
2015 Total
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 258 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.1476 |
| Minimum | 0 |
|---|---|
| Maximum | 100705 |
| Zeros | 296 |
| Zeros (%) | 7.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 16 |
| Q3 | 34 |
| 95-th percentile | 118 |
| Maximum | 100705 |
| Range | 100705 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 1660.9133 |
|---|---|
| Coefficient of variation (CV) | 21.529034 |
| Kurtosis | 3449.1194 |
| Mean | 77.1476 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 57.364073 |
| Sum | 302110 |
| Variance | 2758633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 296 | 7.6% |
| 9 | 142 | 3.6% |
| 7 | 128 | 3.3% |
| 10 | 125 | 3.2% |
| 11 | 114 | 2.9% |
| 6 | 112 | 2.9% |
| 2 | 111 | 2.8% |
| 4 | 109 | 2.8% |
| 3 | 106 | 2.7% |
| 12 | 106 | 2.7% |
| Other values (248) | 2567 |
| Value | Count | Frequency (%) |
| 0 | 296 | |
| 1 | 86 | 2.2% |
| 2 | 111 | 2.8% |
| 3 | 106 | 2.7% |
| 4 | 109 | 2.8% |
| 5 | 100 | 2.6% |
| 6 | 112 | 2.9% |
| 7 | 128 | |
| 8 | 102 | 2.6% |
| 9 | 142 |
| Value | Count | Frequency (%) |
| 100705 | 1 | |
| 18552 | 1 | |
| 14135 | 1 | |
| 6542 | 1 | |
| 3019 | 1 | |
| 2998 | 1 | |
| 2768 | 1 | |
| 2573 | 1 | |
| 2395 | 1 | |
| 2311 | 1 |
%0-5 Points.4
Real number (ℝ)
| Distinct | 759 |
|---|---|
| Distinct (%) | 19.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.830439 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 457 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16.7 |
| median | 34.1 |
| Q3 | 51.9 |
| 95-th percentile | 80 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 35.2 |
Descriptive statistics
| Standard deviation | 24.906434 |
|---|---|
| Coefficient of variation (CV) | 0.69511941 |
| Kurtosis | -0.31380893 |
| Mean | 35.830439 |
| Median Absolute Deviation (MAD) | 17.6 |
| Skewness | 0.42869164 |
| Sum | 140312 |
| Variance | 620.33044 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 457 | 11.7% |
| 50 | 120 | 3.1% |
| 100 | 106 | 2.7% |
| 33.3 | 80 | 2.0% |
| 66.7 | 58 | 1.5% |
| 20 | 57 | 1.5% |
| 25 | 56 | 1.4% |
| 60 | 37 | 0.9% |
| 40 | 37 | 0.9% |
| 28.6 | 36 | 0.9% |
| Other values (749) | 2872 |
| Value | Count | Frequency (%) |
| 0 | 457 | |
| 0.4 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.7 | 3 | 0.1% |
| 0.8 | 3 | 0.1% |
| 0.9 | 2 | 0.1% |
| 1 | 2 | 0.1% |
| 1.1 | 7 | 0.2% |
| 1.2 | 3 | 0.1% |
| 1.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 106 | |
| 96 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93.9 | 1 | < 0.1% |
| 92.3 | 2 | 0.1% |
| 92.2 | 1 | < 0.1% |
| 90.8 | 1 | < 0.1% |
| 90.5 | 2 | 0.1% |
| 90.4 | 1 | < 0.1% |
| 90 | 4 | 0.1% |
%6-10 Points.4
Real number (ℝ)
| Distinct | 465 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.399591 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 512 |
| Zeros (%) | 13.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25 |
| median | 41.2 |
| Q3 | 52.1 |
| 95-th percentile | 70 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27.1 |
Descriptive statistics
| Standard deviation | 21.892027 |
|---|---|
| Coefficient of variation (CV) | 0.57011095 |
| Kurtosis | -0.022539173 |
| Mean | 38.399591 |
| Median Absolute Deviation (MAD) | 12.6 |
| Skewness | -0.064259803 |
| Sum | 150372.8 |
| Variance | 479.26086 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 512 | 13.1% |
| 50 | 258 | 6.6% |
| 33.3 | 156 | 4.0% |
| 40 | 102 | 2.6% |
| 25 | 83 | 2.1% |
| 42.9 | 82 | 2.1% |
| 66.7 | 79 | 2.0% |
| 100 | 62 | 1.6% |
| 60 | 60 | 1.5% |
| 20 | 54 | 1.4% |
| Other values (455) | 2468 |
| Value | Count | Frequency (%) |
| 0 | 512 | |
| 0.4 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 3.8 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 5.3 | 1 | < 0.1% |
| 5.9 | 2 | 0.1% |
| 6.7 | 5 | 0.1% |
| 7.4 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 62 | |
| 91.7 | 1 | < 0.1% |
| 90 | 2 | 0.1% |
| 88.9 | 3 | 0.1% |
| 87.5 | 1 | < 0.1% |
| 85.7 | 9 | 0.2% |
| 84.6 | 3 | 0.1% |
| 83.3 | 9 | 0.2% |
| 82.8 | 1 | < 0.1% |
| 82.4 | 1 | < 0.1% |
%11-15 Points.4
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 461 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.568284 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 1459 |
| Zeros (%) | 37.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 20 |
| 95-th percentile | 43.975 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 15.235757 |
|---|---|
| Coefficient of variation (CV) | 1.2122384 |
| Kurtosis | 3.1162087 |
| Mean | 12.568284 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.5972518 |
| Sum | 49217.4 |
| Variance | 232.12829 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1459 | |
| 16.7 | 80 | 2.0% |
| 14.3 | 76 | 1.9% |
| 25 | 74 | 1.9% |
| 20 | 72 | 1.8% |
| 33.3 | 61 | 1.6% |
| 11.1 | 60 | 1.5% |
| 10 | 56 | 1.4% |
| 9.1 | 51 | 1.3% |
| 12.5 | 44 | 1.1% |
| Other values (451) | 1883 |
| Value | Count | Frequency (%) |
| 0 | 1459 | |
| 0.9 | 2 | 0.1% |
| 1 | 3 | 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.3 | 2 | 0.1% |
| 1.4 | 2 | 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.8 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7 | |
| 82.4 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 77.8 | 1 | < 0.1% |
| 77.3 | 1 | < 0.1% |
| 75 | 2 | 0.1% |
| 72 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 69.4 | 1 | < 0.1% |
| 69.2 | 1 | < 0.1% |
%16-20 Points.4
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 157 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2046476 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 3183 |
| Zeros (%) | 81.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7.1 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.5713432 |
|---|---|
| Coefficient of variation (CV) | 3.7947556 |
| Kurtosis | 187.13943 |
| Mean | 1.2046476 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.785448 |
| Sum | 4717.4 |
| Variance | 20.897179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3183 | |
| 1.9 | 24 | 0.6% |
| 2.4 | 20 | 0.5% |
| 4.5 | 18 | 0.5% |
| 2.3 | 17 | 0.4% |
| 3.3 | 17 | 0.4% |
| 2.9 | 16 | 0.4% |
| 3.4 | 16 | 0.4% |
| 7.1 | 15 | 0.4% |
| 3.6 | 13 | 0.3% |
| Other values (147) | 577 | 14.7% |
| Value | Count | Frequency (%) |
| 0 | 3183 | |
| 0.1 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.3 | 2 | 0.1% |
| 0.4 | 4 | 0.1% |
| 0.5 | 9 | 0.2% |
| 0.6 | 7 | 0.2% |
| 0.7 | 5 | 0.1% |
| 0.8 | 3 | 0.1% |
| 0.9 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 3 | |
| 59.4 | 1 | < 0.1% |
| 51.8 | 1 | < 0.1% |
| 46.4 | 1 | < 0.1% |
| 36.8 | 1 | < 0.1% |
| 33.3 | 2 | |
| 32.4 | 1 | < 0.1% |
| 31.1 | 1 | < 0.1% |
| 30.8 | 1 | < 0.1% |
| 30.7 | 1 | < 0.1% |
| 2011 Total | %0-5 Points | %6-10 Points | %11-15 Points | %16-20 Points | %21-25 Points | 2012 Total | %0-5 Points.1 | %6-10 Points.1 | %11-15 Points.1 | %16-20 Points.1 | %21-25 Points.1 | 2013 Total | %0-5 Points.2 | %6-10 Points.2 | %11-15 Points.2 | %16-20 Points.2 | 2014 Total | %0-5 Points.3 | %6-10 Points.3 | %11-15 Points.3 | %16-20 Points.3 | 2015 Total | %0-5 Points.4 | %6-10 Points.4 | %11-15 Points.4 | %16-20 Points.4 | Gender | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011 Total | 1.000 | 0.556 | 0.631 | 0.720 | 0.679 | 0.485 | 0.890 | 0.360 | 0.424 | 0.597 | 0.605 | 0.468 | 0.762 | -0.009 | 0.312 | 0.494 | 0.471 | 0.690 | -0.136 | 0.129 | 0.412 | 0.440 | 0.637 | -0.146 | 0.141 | 0.332 | 0.360 | 1.000 |
| %0-5 Points | 0.556 | 1.000 | 0.603 | 0.266 | 0.105 | -0.059 | 0.444 | 0.660 | 0.507 | 0.199 | 0.088 | -0.032 | 0.277 | 0.321 | 0.116 | -0.003 | -0.046 | 0.191 | 0.199 | 0.040 | -0.059 | -0.050 | 0.115 | 0.087 | -0.085 | -0.097 | -0.083 | 0.046 |
| %6-10 Points | 0.631 | 0.603 | 1.000 | 0.521 | 0.317 | 0.032 | 0.542 | 0.503 | 0.590 | 0.442 | 0.301 | 0.058 | 0.409 | 0.157 | 0.354 | 0.252 | 0.101 | 0.339 | 0.028 | 0.226 | 0.188 | 0.126 | 0.282 | -0.004 | 0.137 | 0.112 | 0.020 | 0.053 |
| %11-15 Points | 0.720 | 0.266 | 0.521 | 1.000 | 0.711 | 0.430 | 0.653 | 0.163 | 0.386 | 0.698 | 0.636 | 0.414 | 0.559 | -0.165 | 0.439 | 0.582 | 0.447 | 0.507 | -0.278 | 0.234 | 0.510 | 0.454 | 0.480 | -0.267 | 0.283 | 0.447 | 0.338 | 0.032 |
| %16-20 Points | 0.679 | 0.105 | 0.317 | 0.711 | 1.000 | 0.568 | 0.630 | -0.000 | 0.202 | 0.644 | 0.676 | 0.541 | 0.571 | -0.245 | 0.328 | 0.607 | 0.549 | 0.552 | -0.320 | 0.147 | 0.537 | 0.530 | 0.534 | -0.299 | 0.256 | 0.472 | 0.436 | 0.000 |
| %21-25 Points | 0.485 | -0.059 | 0.032 | 0.430 | 0.568 | 1.000 | 0.469 | -0.117 | -0.028 | 0.404 | 0.533 | 0.592 | 0.455 | -0.260 | 0.138 | 0.461 | 0.559 | 0.441 | -0.289 | -0.011 | 0.406 | 0.495 | 0.431 | -0.276 | 0.109 | 0.402 | 0.483 | 0.087 |
| 2012 Total | 0.890 | 0.444 | 0.542 | 0.653 | 0.630 | 0.469 | 1.000 | 0.441 | 0.503 | 0.670 | 0.655 | 0.486 | 0.834 | 0.035 | 0.354 | 0.545 | 0.490 | 0.760 | -0.106 | 0.169 | 0.454 | 0.471 | 0.702 | -0.118 | 0.171 | 0.365 | 0.380 | 1.000 |
| %0-5 Points.1 | 0.360 | 0.660 | 0.503 | 0.163 | -0.000 | -0.117 | 0.441 | 1.000 | 0.527 | 0.125 | -0.008 | -0.105 | 0.259 | 0.446 | 0.123 | -0.042 | -0.113 | 0.150 | 0.294 | 0.075 | -0.094 | -0.112 | 0.073 | 0.191 | -0.089 | -0.153 | -0.140 | 0.044 |
| %6-10 Points.1 | 0.424 | 0.507 | 0.590 | 0.386 | 0.202 | -0.028 | 0.503 | 0.527 | 1.000 | 0.363 | 0.181 | -0.041 | 0.355 | 0.260 | 0.367 | 0.204 | 0.025 | 0.274 | 0.108 | 0.256 | 0.157 | 0.049 | 0.211 | 0.053 | 0.124 | 0.060 | -0.045 | 0.076 |
| %11-15 Points.1 | 0.597 | 0.199 | 0.442 | 0.698 | 0.644 | 0.404 | 0.670 | 0.125 | 0.363 | 1.000 | 0.676 | 0.424 | 0.562 | -0.150 | 0.478 | 0.639 | 0.447 | 0.524 | -0.291 | 0.279 | 0.570 | 0.470 | 0.495 | -0.260 | 0.309 | 0.466 | 0.353 | 0.051 |
| %16-20 Points.1 | 0.605 | 0.088 | 0.301 | 0.636 | 0.676 | 0.533 | 0.655 | -0.008 | 0.181 | 0.676 | 1.000 | 0.556 | 0.582 | -0.245 | 0.367 | 0.644 | 0.557 | 0.567 | -0.331 | 0.172 | 0.563 | 0.558 | 0.549 | -0.293 | 0.250 | 0.505 | 0.447 | 0.000 |
| %21-25 Points.1 | 0.468 | -0.032 | 0.058 | 0.414 | 0.541 | 0.592 | 0.486 | -0.105 | -0.041 | 0.424 | 0.556 | 1.000 | 0.462 | -0.251 | 0.149 | 0.487 | 0.552 | 0.460 | -0.285 | -0.003 | 0.425 | 0.510 | 0.449 | -0.272 | 0.115 | 0.413 | 0.497 | 0.000 |
| 2013 Total | 0.762 | 0.277 | 0.409 | 0.559 | 0.571 | 0.455 | 0.834 | 0.259 | 0.355 | 0.562 | 0.582 | 0.462 | 1.000 | 0.152 | 0.424 | 0.605 | 0.525 | 0.860 | -0.038 | 0.222 | 0.495 | 0.503 | 0.789 | -0.071 | 0.218 | 0.389 | 0.404 | 1.000 |
| %0-5 Points.2 | -0.009 | 0.321 | 0.157 | -0.165 | -0.245 | -0.260 | 0.035 | 0.446 | 0.260 | -0.150 | -0.245 | -0.251 | 0.152 | 1.000 | -0.108 | -0.275 | -0.291 | 0.017 | 0.531 | 0.065 | -0.247 | -0.281 | -0.105 | 0.331 | -0.158 | -0.326 | -0.266 | 0.094 |
| %6-10 Points.2 | 0.312 | 0.116 | 0.354 | 0.439 | 0.328 | 0.138 | 0.354 | 0.123 | 0.367 | 0.478 | 0.367 | 0.149 | 0.424 | -0.108 | 1.000 | 0.445 | 0.193 | 0.358 | -0.096 | 0.399 | 0.419 | 0.261 | 0.320 | -0.120 | 0.327 | 0.303 | 0.143 | 0.091 |
| %11-15 Points.2 | 0.494 | -0.003 | 0.252 | 0.582 | 0.607 | 0.461 | 0.545 | -0.042 | 0.204 | 0.639 | 0.644 | 0.487 | 0.605 | -0.275 | 0.445 | 1.000 | 0.576 | 0.558 | -0.334 | 0.267 | 0.636 | 0.564 | 0.564 | -0.307 | 0.344 | 0.555 | 0.455 | 0.018 |
| %16-20 Points.2 | 0.471 | -0.046 | 0.101 | 0.447 | 0.549 | 0.559 | 0.490 | -0.113 | 0.025 | 0.447 | 0.557 | 0.552 | 0.525 | -0.291 | 0.193 | 0.576 | 1.000 | 0.520 | -0.313 | 0.065 | 0.492 | 0.573 | 0.527 | -0.299 | 0.190 | 0.477 | 0.517 | 0.000 |
| 2014 Total | 0.690 | 0.191 | 0.339 | 0.507 | 0.552 | 0.441 | 0.760 | 0.150 | 0.274 | 0.524 | 0.567 | 0.460 | 0.860 | 0.017 | 0.358 | 0.558 | 0.520 | 1.000 | 0.006 | 0.272 | 0.555 | 0.555 | 0.851 | -0.058 | 0.262 | 0.435 | 0.431 | 1.000 |
| %0-5 Points.3 | -0.136 | 0.199 | 0.028 | -0.278 | -0.320 | -0.289 | -0.106 | 0.294 | 0.108 | -0.291 | -0.331 | -0.285 | -0.038 | 0.531 | -0.096 | -0.334 | -0.313 | 0.006 | 1.000 | -0.166 | -0.414 | -0.381 | -0.130 | 0.434 | -0.172 | -0.378 | -0.316 | 0.104 |
| %6-10 Points.3 | 0.129 | 0.040 | 0.226 | 0.234 | 0.147 | -0.011 | 0.169 | 0.075 | 0.256 | 0.279 | 0.172 | -0.003 | 0.222 | 0.065 | 0.399 | 0.267 | 0.065 | 0.272 | -0.166 | 1.000 | 0.218 | 0.089 | 0.223 | 0.011 | 0.327 | 0.193 | 0.005 | 0.113 |
| %11-15 Points.3 | 0.412 | -0.059 | 0.188 | 0.510 | 0.537 | 0.406 | 0.454 | -0.094 | 0.157 | 0.570 | 0.563 | 0.425 | 0.495 | -0.247 | 0.419 | 0.636 | 0.492 | 0.555 | -0.414 | 0.218 | 1.000 | 0.583 | 0.532 | -0.310 | 0.371 | 0.594 | 0.445 | 0.057 |
| %16-20 Points.3 | 0.440 | -0.050 | 0.126 | 0.454 | 0.530 | 0.495 | 0.471 | -0.112 | 0.049 | 0.470 | 0.558 | 0.510 | 0.503 | -0.281 | 0.261 | 0.564 | 0.573 | 0.555 | -0.381 | 0.089 | 0.583 | 1.000 | 0.540 | -0.320 | 0.246 | 0.530 | 0.519 | 0.000 |
| 2015 Total | 0.637 | 0.115 | 0.282 | 0.480 | 0.534 | 0.431 | 0.702 | 0.073 | 0.211 | 0.495 | 0.549 | 0.449 | 0.789 | -0.105 | 0.320 | 0.564 | 0.527 | 0.851 | -0.130 | 0.223 | 0.532 | 0.540 | 1.000 | -0.005 | 0.323 | 0.513 | 0.468 | 1.000 |
| %0-5 Points.4 | -0.146 | 0.087 | -0.004 | -0.267 | -0.299 | -0.276 | -0.118 | 0.191 | 0.053 | -0.260 | -0.293 | -0.272 | -0.071 | 0.331 | -0.120 | -0.307 | -0.299 | -0.058 | 0.434 | 0.011 | -0.310 | -0.320 | -0.005 | 1.000 | -0.360 | -0.422 | -0.321 | 0.125 |
| %6-10 Points.4 | 0.141 | -0.085 | 0.137 | 0.283 | 0.256 | 0.109 | 0.171 | -0.089 | 0.124 | 0.309 | 0.250 | 0.115 | 0.218 | -0.158 | 0.327 | 0.344 | 0.190 | 0.262 | -0.172 | 0.327 | 0.371 | 0.246 | 0.323 | -0.360 | 1.000 | 0.299 | 0.104 | 0.155 |
| %11-15 Points.4 | 0.332 | -0.097 | 0.112 | 0.447 | 0.472 | 0.402 | 0.365 | -0.153 | 0.060 | 0.466 | 0.505 | 0.413 | 0.389 | -0.326 | 0.303 | 0.555 | 0.477 | 0.435 | -0.378 | 0.193 | 0.594 | 0.530 | 0.513 | -0.422 | 0.299 | 1.000 | 0.486 | 0.076 |
| %16-20 Points.4 | 0.360 | -0.083 | 0.020 | 0.338 | 0.436 | 0.483 | 0.380 | -0.140 | -0.045 | 0.353 | 0.447 | 0.497 | 0.404 | -0.266 | 0.143 | 0.455 | 0.517 | 0.431 | -0.316 | 0.005 | 0.445 | 0.519 | 0.468 | -0.321 | 0.104 | 0.486 | 1.000 | 0.000 |
| Gender | 1.000 | 0.046 | 0.053 | 0.032 | 0.000 | 0.087 | 1.000 | 0.044 | 0.076 | 0.051 | 0.000 | 0.000 | 1.000 | 0.094 | 0.091 | 0.018 | 0.000 | 1.000 | 0.104 | 0.113 | 0.057 | 0.000 | 1.000 | 0.125 | 0.155 | 0.076 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| District_Name | SCHOOL | Gender | 2011 Total | %0-5 Points | %6-10 Points | %11-15 Points | %16-20 Points | %21-25 Points | 2012 Total | %0-5 Points.1 | %6-10 Points.1 | %11-15 Points.1 | %16-20 Points.1 | %21-25 Points.1 | 2013 Total | %0-5 Points.2 | %6-10 Points.2 | %11-15 Points.2 | %16-20 Points.2 | 2014 Total | %0-5 Points.3 | %6-10 Points.3 | %11-15 Points.3 | %16-20 Points.3 | 2015 Total | %0-5 Points.4 | %6-10 Points.4 | %11-15 Points.4 | %16-20 Points.4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AMUDAT | POKOT SECONDARY SCHOOL | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 66.7 | 33.3 | 0.0 | 0.0 | 0.0 | 8.0 | 75.0 | 25.0 | 0.0 | 0.0 | 2.0 | 50.0 | 0.0 | 50.0 | 0.0 | 1.0 | 0.0 | 0.0 | 100.0 | 0.0 |
| 1 | AMUDAT | NaN | MALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 8.0 | 12.5 | 75.0 | 12.5 | 0.0 | 0.0 | 14.0 | 71.4 | 28.6 | 0.0 | 0.0 | 9.0 | 55.6 | 44.4 | 0.0 | 0.0 | 4.0 | 25.0 | 50.0 | 25.0 | 0.0 |
| 2 | AMUDAT Total | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 11.0 | 27.3 | 63.6 | 9.1 | 0.0 | 0.0 | 22.0 | 72.7 | 27.3 | 0.0 | 0.0 | 11.0 | 54.5 | 36.4 | 9.1 | 0.0 | 0.0 | 20.0 | 40.0 | 40.0 | 0.0 |
| 3 | PADER | ARCHBP.FLYNN SECONDARY SCHOOL | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.0 | 21.4 | 42.9 | 35.7 | 0.0 |
| 4 | PADER | NaN | MALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 22.0 | 40.9 | 50.0 | 9.1 | 0.0 |
| 5 | PADER | PADER TOWN HALL LAGWAI SEED SS | FEMALE | 3.0 | 66.7 | 0.0 | 0.0 | 33.3 | 0.0 | 4.0 | 50.0 | 25.0 | 0.0 | 25.0 | 0.0 | 10.0 | 40.0 | 40.0 | 20.0 | 0.0 | 3.0 | 33.3 | 33.3 | 33.3 | 0.0 | 3.0 | 66.7 | 33.3 | 0.0 | 0.0 |
| 6 | PADER | NaN | MALE | 17.0 | 41.2 | 52.9 | 0.0 | 5.9 | 0.0 | 22.0 | 40.9 | 40.9 | 13.6 | 4.5 | 0.0 | 32.0 | 75.0 | 18.8 | 6.3 | 0.0 | 18.0 | 44.4 | 55.6 | 0.0 | 0.0 | 10.0 | 71.0 | 20.0 | 0.0 | 0.0 |
| 7 | PADER | PAJULE SECONDARY SCHOOL | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 40.0 | 40.0 | 20.0 | 0.0 | 0.0 | 16.0 | 12.5 | 62.5 | 25.0 | 0.0 | 4.0 | 100.0 | 0.0 | 0.0 | 0.0 | 2.0 | 50.0 | 50.0 | 0.0 | 0.0 |
| 8 | PADER | NaN | MALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 | 15.8 | 52.6 | 31.6 | 0.0 | 0.0 | 58.0 | 37.9 | 37.9 | 24.1 | 0.0 | 28.0 | 46.4 | 32.1 | 21.4 | 0.0 | 26.0 | 43.8 | 46.2 | 3.8 | 0.0 |
| 9 | PADER Total | NaN | NaN | 20.0 | 45.0 | 45.0 | 0.0 | 10.0 | 0.0 | 50.0 | 32.0 | 44.0 | 20.0 | 4.0 | 0.0 | 116.0 | 44.8 | 36.2 | 19.0 | 0.0 | 53.0 | 49.1 | 37.7 | 13.2 | 0.0 | 77.0 | 43.8 | 42.9 | 10.4 | 0.0 |
| District_Name | SCHOOL | Gender | 2011 Total | %0-5 Points | %6-10 Points | %11-15 Points | %16-20 Points | %21-25 Points | 2012 Total | %0-5 Points.1 | %6-10 Points.1 | %11-15 Points.1 | %16-20 Points.1 | %21-25 Points.1 | 2013 Total | %0-5 Points.2 | %6-10 Points.2 | %11-15 Points.2 | %16-20 Points.2 | 2014 Total | %0-5 Points.3 | %6-10 Points.3 | %11-15 Points.3 | %16-20 Points.3 | 2015 Total | %0-5 Points.4 | %6-10 Points.4 | %11-15 Points.4 | %16-20 Points.4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3906 | KIRUHURA | NaN | MALE | 14.0 | 21.4 | 42.9 | 21.4 | 14.3 | 0.0 | 22.0 | 36.4 | 45.5 | 18.2 | 0.0 | 0.0 | 20.0 | 50.0 | 30.0 | 20.0 | 0.0 | 14.0 | 42.9 | 42.9 | 7.1 | 7.1 | 11.0 | 72.7 | 27.3 | 0.0 | 0.0 |
| 3907 | KIRUHURA | SANGA SECONDARY SCHOOL,MBARARA | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 50.0 | 50.0 | 0.0 | 0.0 |
| 3908 | KIRUHURA | NaN | MALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 33.3 | 44.4 | 22.2 | 0.0 |
| 3909 | KIRUHURA | SEDES SAPIENTIAE ACADEMIAE SS | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0 | 66.7 | 33.3 | 0.0 | 10.0 | 65.4 | 30.0 | 0.0 | 0.0 |
| 3910 | KIRUHURA | NaN | MALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 11.1 | 22.2 | 55.6 | 11.1 | 11.0 | 9.1 | 63.6 | 27.3 | 0.0 |
| 3911 | KIRUHURA | ST.CATHERINE GIRLS SCHOOL,KAZO | FEMALE | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 0.0 | 58.3 | 41.7 | 0.0 | 0.0 | 44.0 | 31.8 | 40.9 | 27.3 | 0.0 | 19.0 | 15.8 | 42.1 | 42.1 | 0.0 | 11.0 | 0.0 | 100.0 | 0.0 | 0.0 |
| 3912 | KIRUHURA | UNIVERSAL SECONDARY SCHOOL,NYABUSHOZI | FEMALE | 6.0 | 16.7 | 66.7 | 16.7 | 0.0 | 0.0 | 12.0 | 33.3 | 50.0 | 0.0 | 16.7 | 0.0 | 40.0 | 70.0 | 25.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 100.0 | 0.0 | 0.0 | 0.0 |
| 3913 | KIRUHURA | NaN | MALE | 18.0 | 5.6 | 61.1 | 16.7 | 16.7 | 0.0 | 49.0 | 55.1 | 36.7 | 6.1 | 2.0 | 0.0 | 52.0 | 69.2 | 23.1 | 7.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.0 | 72.2 | 21.4 | 0.0 | 0.0 |
| 3914 | KIRUHURA Total | NaN | NaN | 434.0 | 30.2 | 40.3 | 22.1 | 7.4 | 0.0 | 631.0 | 38.7 | 40.7 | 15.8 | 4.4 | 0.3 | 1068.0 | 57.9 | 32.6 | 9.0 | 0.6 | 485.0 | 51.1 | 34.6 | 12.4 | 1.9 | 449.0 | 54.4 | 31.8 | 6.9 | 0.0 |
| 3915 | Grand Total | NaN | NaN | 103681.0 | 22.5 | 34.9 | 25.7 | 13.6 | 3.3 | 111358.0 | 20.8 | 36.3 | 27.1 | 12.7 | 3.1 | 232258.0 | 37.2 | 37.3 | 20.4 | 5.1 | 108263.0 | 30.8 | 36.4 | 24.5 | 8.4 | 100705.0 | 30.1 | 43.0 | 20.0 | 3.1 |